Evidence map›Paper›PMID 30418961›Full record

ArticleMedical care2018

The Impact of Chain Standardization on Nursing Home Staffing.

Jane Banaszak-Holl, Orna Intrator, Jiejin Li, Qing Zheng, David G Stevenson, David C Grabowski, Richard A Hirth

Abstract read
In one paragraph

Article in Medical care, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Evaluating Differences in Disaster-Related Staffing for Nursing Homes by Ownership Status.Journal of applied gerontology : the official journal of the Southern Gerontological Society · 2026
    Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Jane Banaszak-HollSchool of Public Health and Preventive Medicine, Monash University, Melbourne, Vic., Australia.
Orna IntratorDepartment of Public Health Sciences, School of Medicine and Dentistry, University of Rochester, Rochester, NY.
Jiejin LiDepartment of Public Health Sciences, School of Medicine and Dentistry, University of Rochester, Rochester, NY.
Qing ZhengAbt Associates Inc., Durham, NC.
David G StevensonDepartment of Health Policy, Vanderbilt University School of Medicine, Nashville, TN.
David C GrabowskiDepartment of Health Care Policy, Harvard Medical School, Boston, MA.
Richard A HirthDepartment of Internal Medicine, Division of General Medicine, University of Michigan Medical School, Ann Arbor, MI.

Funding

Health Consequences of Corporate Changes in the Nursing Home IndustryR01AG042418 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI BANASZAK-HOLL, JANE CATHERINE · 2012 to 2014
$1.2M
NIA NIH HHS R01 AG042418
6 · The paper itself

Abstract

backgroundStandardization in production is common in multientity chain organizations. Although chains are prominent in the nursing home sector, standardization in care has not been studied. One way nursing home chains may standardize is by controlling the level and mix of staffing in member homes.

objectivesTo examine the extent to which standardization occurred in staffing, its relative presence across different types of chains, and whether facilities became more standardized following acquisition by a chain. RESEARCH

designWe estimated predictors of the difference between facility and chain staffing using Generalized Estimating Equations with 2000-2010 data. SUBJECTS: This study included nursing homes nationally, excluding hospital-based homes and homes in Alaska, Hawaii, and the District of Columbia. MEASURES: Chain ownership was coded from text identifying chain names. Two nurse staffing measures were used: staff hours per resident day and staff mix.

resultsVery large for-profit chain nursing homes and large nonprofits had less variation in staff hours per resident day (P<0.001) but greater variation in staffing mix (P<0.001) compared with the chain average nationally. Large for-profit chains and medium nonprofit chains had greater dispersion on staff hours per resident day (P<0.001), while large nonprofit chains had greater dispersion in staffing mix (P<0.001). The difference between facility and chain staffing decreased over time.

conclusionsThe largest chains (for-profit and nonprofit) had less staffing variation compared with national standards, suggesting they were best at implementing corporate practices. Following ownership changes, staffing converged towards chain averages over time, suggesting standardization takes time to implement.

Indexed as

OwnershipHumansNursing HomesNursing StaffPersonnel Staffing and SchedulingQuality of Health CareWorkforce

Identifiers

PMID30418961
PMCPMC6263153

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.